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Personalized Circulating Tumor DNA (ctDNA) Profiling Enables Superior and Universal Measurable Residual Disease (MRD) Detection in Acute Myeloid Leukemia (AML).

medRxiv : the preprint server for health sciences 2026

Gunaratne R, Zhou C, Rajaram S, Tai JW, Tanaka K, Tiwari C, Yang E, Kim S, Gao G, Yin R, Carleton M, Alkaitis MS, Schwede M, Sworder BJ, Mannis GN, Khodadoust MS, Majeti R, Kurtz DM, Zhang TY

📝 환자 설명용 한 줄

[UNLABELLED] Relapsed and/or refractory disease remains the leading cause of death in AML, highlighting the need for broadly applicable, high-sensitivity approaches to MRD detection.

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  • p-value p<0.0001

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APA Gunaratne R, Zhou C, et al. (2026). Personalized Circulating Tumor DNA (ctDNA) Profiling Enables Superior and Universal Measurable Residual Disease (MRD) Detection in Acute Myeloid Leukemia (AML).. medRxiv : the preprint server for health sciences. https://doi.org/10.64898/2026.01.28.26344873
MLA Gunaratne R, et al.. "Personalized Circulating Tumor DNA (ctDNA) Profiling Enables Superior and Universal Measurable Residual Disease (MRD) Detection in Acute Myeloid Leukemia (AML).." medRxiv : the preprint server for health sciences, 2026.
PMID 41674600

Abstract

[UNLABELLED] Relapsed and/or refractory disease remains the leading cause of death in AML, highlighting the need for broadly applicable, high-sensitivity approaches to MRD detection. We developed AML-CAPP-Seq ( Ca ncer P ersonalized P rofiling by Deep Seq uencing), a personalized hybrid-capture assay that tracks both canonical AML drivers and patient-specific variants identified by whole-exome sequencing. In 56 patients with longitudinal plasma and matched peripheral blood and bone marrow samples, AML-CAPP-Seq enabled universal MRD assessment and resolution of clonal dynamics using a median of 30.5 variants per patient. Plasma ctDNA outperformed cellular compartments for MRD detection and more strongly predicted relapse-free (HR 17.8, p<0.0001) and overall survival (HR 17.0, p<0.0001) than standard-of-care MRD methods. Among 29 allogeneic transplant recipients, peri-transplant ctDNA-MRD dynamics markedly improved relapse risk stratification (HR 36.0, p=0.0009). Together, these results establish personalized ctDNA profiling as a minimally invasive, highly sensitive, and generalizable platform for enhanced clinical MRD detection and clonal surveillance in AML.

[SIGNIFICANCE STATEMENT] We present a personalized blood test for acute myeloid leukemia that tracks patient-specific circulating tumor DNA, enabling sensitive, universal, noninvasive detection of residual disease. It outperforms standard-of-care marrow and cell-based methods for predicting relapse and survival, including after transplant, reveals clonal dynamics, and supports individualized disease monitoring and risk-adapted treatment.